Among the most significant differentially expressed genes at baseline (predictors), we find upregulation of ubiquitin-fold modifier 1 (UFM1) and eukaryotic translation initiation factor 4B (EIF4B) in patients who later develop IFN-α-induced depression. This evidence concerns the gene UFM1 and depressive disorder.